smile.classification

Enum NeuralNetwork.ErrorFunction

java.lang.Object

java.lang.Enum<NeuralNetwork.ErrorFunction>

smile.classification.NeuralNetwork.ErrorFunction

All Implemented Interfaces:

Serializable, Comparable<NeuralNetwork.ErrorFunction>

Enclosing class:

NeuralNetwork

public static enum NeuralNetwork.ErrorFunction
extends Enum<NeuralNetwork.ErrorFunction>

The types of error functions.

Enum Constant Summary

Enum Constants

Enum Constant and Description
CROSS_ENTROPY Cross entropy error function for output as probabilities.
LEAST_MEAN_SQUARES Least mean squares error function.

Method Summary

Methods

Modifier and Type	Method and Description
static NeuralNetwork.ErrorFunction	valueOf(String name) Returns the enum constant of this type with the specified name.
static NeuralNetwork.ErrorFunction[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

LEAST_MEAN_SQUARES

public static final NeuralNetwork.ErrorFunction LEAST_MEAN_SQUARES

Least mean squares error function.

CROSS_ENTROPY

public static final NeuralNetwork.ErrorFunction CROSS_ENTROPY

Cross entropy error function for output as probabilities.

Method Detail

values

public static NeuralNetwork.ErrorFunction[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (NeuralNetwork.ErrorFunction c : NeuralNetwork.ErrorFunction.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static NeuralNetwork.ErrorFunction valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null